Machine learning and data-driven/hybrid methods 1/2
Tracks
3 Rios (Minho, Lima & Cavado)
| Thursday, September 10, 2026 |
| 1:50 PM - 3:30 PM |
| 3 RIOS |
Speaker
Dr Mohammad Sayyafzadeh
Senior Research Scientist
CSIRO
A spatiotemporal transformer surrogate for thermal–hydrodynamic CO₂ storage dynamics
1:50 PM - 2:15 PM
Dr Billal Aslam
King Abdullah University of Science and Technology (KAUST)
Benchmark of Cross-Dimensional Fusion Strategies in Neural Networks for the Simulation of 3D Geological Carbon Sequestration
2:15 PM - 2:40 PM
Dr Kristian Fossum
Senior Researcher
NORCE Research AS
Deep Learning Proxies with Reliable Jacobians for Real-Time Variational Bayesian Geosteering Inversion
2:40 PM - 3:05 PM
Mr Victor Souza
Heriot-watt University
Reconciling Core-Scale Permeability and Well-Test Transmissibility in Pre-Salt Carbonates Through Multi-Target Decision-Tree Modelling
3:05 PM - 3:30 PM
